Shusheng Xu

According to our database, Shusheng Xu authored at least 15 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Research on a Fault Feature Extraction Method for an Electric Multiple Unit Axle-Box Bearing Based on a Resonance-Based Sparse Signal Decomposition and Variational Mode Decomposition Method Based on the Sparrow Search Algorithm.

Jiandong Qiu, Qiang Zhang, Minan Tang, Dingqiang Lin, Jiaxuan Liu, Shusheng Xu

Sensors, July, 2024

On Designing Effective RL Reward at Training Time for LLM Reasoning.

Jiaxuan Gao, Shusheng Xu, Wenjie Ye, Weilin Liu, Chuyi He, Wei Fu, Zhiyu Mei, Guangju Wang, Yi Wu

CoRR, 2024

LAGOON: Language-Guided Motion Control.

Shusheng Xu, Huaijie Wang, Yutao Ouyang, Jiaxuan Gao, Zhiyu Mei, Chao Yu, Yi Wu

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study.

Shusheng Xu, Wei Fu, Jiaxuan Gao, Wenjie Ye, Weilin Liu, Zhiyu Mei, Guangju Wang, Chao Yu, Yi Wu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Beyond Information Gain: An Empirical Benchmark for Low-Switching-Cost Reinforcement Learning.

Shusheng Xu, Yancheng Liang, Yunfei Li, Simon Shaolei Du, Yi Wu

Trans. Mach. Learn. Res., 2023

Language-Guided Generation of Physically Realistic Robot Motion and Control.

Shusheng Xu, Huaijie Wang, Jiaxuan Gao, Yutao Ouyang, Chao Yu, Yi Wu

CoRR, 2023

PhyloTransformer: A Self-supervised Discriminative Model for SARS-CoV-2 Viral Mutation Prediction Based on a Multi-head Self-attention Mechanism.

Yingying Wu, Shusheng Xu, Shing-Tung Yau, Yi Wu

Proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

2022

Grounded Reinforcement Learning: Learning to Win the Game under Human Commands.

Shusheng Xu, Huaijie Wang, Yi Wu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sequence Level Contrastive Learning for Text Summarization.

Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Benchmark for Low-Switching-Cost Reinforcement Learning.

Shusheng Xu, Yancheng Liang, Yunfei Li, Simon Shaolei Du, Yi Wu

CoRR, 2021

PhyloTransformer: A Discriminative Model for Mutation Prediction Based on a Multi-head Self-attention Mechanism.

Yingying Wu, Shusheng Xu, Shing-Tung Yau, Yi Wu

CoRR, 2021

Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension.

Shusheng Xu, Yichen Liu, Xiaoyu Yi, Siyuan Zhou, Huizi Li, Yi Wu

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Attentional Multi-graph Convolutional Network for Regional Economy Prediction with Open Migration Data.

Fengli Xu, Yong Li, Shusheng Xu

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers.

Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2012

Acceleration feedback adaptive backstepping controller for DP using PSO.

Xiaogong Lin, Yehai Xie, Dawei Zhao, Shusheng Xu

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012